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What is Tokenization in NLP? Here’s All You Need To Know
Highlights Tokenization is a key (and mandatory) aspect of working with text data We’ll discuss the various nuances of tokenization, including how to handle …
A Beginner’s Guide to Exploratory Data Analysis (EDA) on Text Data (Amazon Case Study)
The Importance of Exploratory Data Analysis (EDA) There are no shortcuts in a machine learning project lifecycle. We can’t simply skip to the model …
Top 6 Open Source Pretrained Models for Text Classification you should use
Introduction We are standing at the intersection of language and machines. I’m fascinated by this topic. Can a machine write as well as Shakespeare? …
An Essential Guide to Pretrained Word Embeddings for NLP Practitioners
Overview Understand the importance of pretrained word embeddings Learn about the two popular types of pretrained word embeddings – Word2Vec and GloVe Compare the …
